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Clinical Decision Support for HIT
This invention is clinical decision support (CDS) for the evaluation and diagnosis of heparin-induced thrombocytopenia (HIT). It involves the use of a HIT computerized-risk (HIT-CR) score to guide diagnostic support decisions to ultimately reduce unnecessary testing and misdiagnosis.
Background:
Heparin-induced thrombocytopenia (HIT) occurs in 0.5%...
Published: 5/20/2024
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Inventor(s): Kieran Richardson, Tyler Gallo, Craig Heise
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology
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Text Data Describing Examples of Characteristics of Autism Spectrum Disorders (ASD)
This technology is a text data set of characteristics of Autism Spectrum Disorder (ASD), consisting of “human-labeled” and “machine-labeled” data. The dataset consists of fragments of clinical text describing ASD typical behaviors in children. This data set will be used by algorithms for a number of applications. One application...
Published: 5/9/2024
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Healthcare Portfolios > Pediatrics
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Online Interface to Process Text and Identify Characteristics of Autism Spectrum Disorders (ASD) in the Text
This software allows individuals to submit text and have segments of that text be highlighted and grouped based on if they are diagnostic criteria when testing for autism spectrum disorder (ASD). Highlighting is performed based off different criterion and displayed in different colors. There is also a summary count of all criteria found and their frequencies...
Published: 5/9/2024
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Healthcare Portfolios > Pediatrics
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Algorithm to Process Text and Identify Characteristics of Autism Spectrum Disorders (ASD) in the Text
This technology is an algorithm that takes natural language text as an input, and uses rule-based and machine learning techniques to identify behaviors that are consistent with the diagnostic criteria for autism spectrum disorders (ASD). It suggests a diagnosis and highlights and summarizes the relevant information to aid a clinician’s decision...
Published: 5/9/2024
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Healthcare Portfolios > Pediatrics
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A Transformer-Based Diffusion Probabilistic Model for Vital Signs Forecasting
The model proposed in this technology, Transformer-based Diffusion Probabilistic Model for Sparse Time Series Forecasting (TDSTF), is a novel deep-learning algorithm that can be used for vital signs forecasting, data synthesis, simulation, and digital twins. Trained and tested on data from over 46,000 patients, the TDSTF technology merges transformer...
Published: 5/2/2024
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Inventor(s): Ao Li, Ping Chang, Huayu Li, Janet Roveda
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Web & Internet
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MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features
Medical Time Series Representation Learning, known as MTS-LOF, uses the strengths of contrastive learning and Masked Autoencoder (MAE) methods, providing more sophisticated, context-rich representations, while also clarifying the interplay between temporal and structural dependencies in healthcare data. MTS-LOF is ideal for integration into numerous...
Published: 5/2/2024
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Inventor(s): Ao Li, Huayu Li, Ana Carreon-Rascon
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Software & Information Technology > Health IT
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ARTHUR (Autonomous Remote Telesurgery for Healing in Underserved Regions)
This invention introduces the ability to perform laser-based wound debridement remotely using computer vision and AI. The invention pioneers the remote execution of such procedures, offering a glimpse into a future where medical interventions can be conducted from a distance, potentially revolutionizing healthcare accessibility and efficiency. This...
Published: 4/8/2024
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Inventor(s): Geoffrey Gurtner
Keywords(s):
Category(s): Technology Classifications > Life Sciences > Biologics, Technology Classifications > Healthcare Portfolios > Diabetes, Metabolism, Endocrinology & Obesity, Technology Classifications > Healthcare Portfolios > Dermatology, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Mobile Application, Technology Classifications > Software & Information Technology > Human Machine Interface
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Deep Learning Algorithm for Detection of Cortical Arousal During Sleep
This invention is an end-to-end deep learning algorithm to detect cortical arousals during sleep using a one-night single lead electrocardiogram (ECG) signal. It is used to accurately detect arousal in home sleep tests, by reducing the false negative rate. The model combines both convolutional neural networks (CNN) and recurrent neural networks (RNN).
Background:
Sleep...
Published: 3/28/2024
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Inventor(s): Ao Li, Siteng Chen, Stuart Quan, Linda Powers, Janet Roveda
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Sleep Disorders, Technology Classifications > Software & Information Technology > Health IT
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Machine Learning Protocol to Improve Clinical Diagnosis, Prognosis and Disease Subtyping for Spectrum Disorders
This innovation is a proposed machine learning-based software designed to improve diagnosis, prognosis, and clinical management of rare diseases, a category encompassing over 10,000 conditions with new additions each year. Currently, the field grapples with a scarcity of effective solutions, with only 5% of rare diseases having established therapeutic...
Published: 1/10/2024
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Inventor(s): Michael Hammer, Joshua Hack, Joseph Watkins
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology
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A Resistive Breathing Circuit for use in Lowering Blood Pressure
This invention is a training application for breath training devices that guides the user through a five minute/day exercise regimen shown to lower peripheral vascular resistance and in turn, blood pressure. The simplicity and effectiveness offered by the daily sessions make this tool a practical solution for those aiming to manage their blood pressure...
Published: 1/24/2024
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Inventor(s): E. Fiona Bailey
Keywords(s):
Category(s): Technology Classifications > Medical Devices > Therapeutic, Technology Classifications > Software & Information Technology > Health IT
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